Company
Cloud infrastructure provider offering virtual servers, bare metal hosting, and object storage (VultrObjects) for developers.
Anjney Midha's National Compute launched a shared AI compute grid that it says has about 760 MW connected or in sight. For startups and researchers, the open question is how much of it the Grid Exchange scheduler can place real jobs on today.
Reality
HPE booked a $1.2 billion Vultr order, its first for AMD's Helios platform, and raised its fiscal 2027 networking growth outlook. Executives say supply now limits sales, so the test is whether HPE can turn backlog into revenue at the higher margins it promises after the Juniper deal.
Reality
HPE now expects networking revenue to grow in the high teens to low 20s percent in fiscal 2027, up from the 14% to 17% it guided on its last earnings call. For enterprise buyers, the plan leans on AI data center racks sold whole and reaches campus accounts through a sales force that sells the full catalog.
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NCSC, FBI and AIVD say two Iranian spyware families report to per-victim Telegram bots and exfiltrate through Vultr, Storj and Backblaze B2. Networks already allow those services, so detection has to rely on host behaviour such as new Defender exclusions.
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CloudSEK took administrator access to the panel and counted 5,137 stolen records coming off 42 VPS nodes into five leasing affiliates' Telegram bots, with the phishing pages dark for three weeks while the panel itself stays reachable.
Perspective Coverage
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ESET says the group dropped McRat and Trochilus in 2025 and hit government targets in Belgium, Italy, Serbia and Poland. Its two new backdoors call home to Discord and the Microsoft Graph API.
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A joint NCSC, FBI and AIVD advisory traces the implant's exfiltration to Telegram and three object storage hosts. The same advisory tells defenders not to read traffic to those services as malicious on its own.
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Apache Flink covers most of what Google's managed Dataflow does. A dev.to deployment guide prices the swap in prerequisites: cert-manager goes in before the operator, and the exactly-once path ends in a bucket whose keys you hold.
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A dev.to writeup trades a $198 monthly platform invoice for a $24 DigitalOcean droplet running Dokploy, with the caveat that the arithmetic only transfers if your build and your database both fit in 4GB beside the app.
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The corpus is 24.47 TB. The ground truth cost more than a quadrillion distance computations. What actually changes a procurement conversation is the YAML-configured harness, which also runs against two competing engines.
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HostingSift normalised 711 live plans from 39 hosts to dollars per gigabyte of RAM and found a 123x spread around a $6.00 median. That is only a buying signal if memory is the resource you run out of first.
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